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  Based on our latest technological advancements, we have trained a `GLM-4-0414` series model. During pretraining, we incorporated more code-related and reasoning-related data. In the alignment phase, we optimized the model specifically for agent capabilities. As a result, the model's performance in agent tasks such as tool use, web search, and coding has been significantly improved.
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- ## Installation
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- Install the transformers library from the source code:
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- ```shell
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- pip install git+https://github.com/huggingface/transformers.git
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- ```
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  ## Inference Code
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  ```python
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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  Based on our latest technological advancements, we have trained a `GLM-4-0414` series model. During pretraining, we incorporated more code-related and reasoning-related data. In the alignment phase, we optimized the model specifically for agent capabilities. As a result, the model's performance in agent tasks such as tool use, web search, and coding has been significantly improved.
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  ## Inference Code
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+ Make Sure Using `transforemrs>=4.51.3`.
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  ```python
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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